1,976 of these skill files have been read, by 1,063 distinct authors, and what they tell an agent counted. What Research & analysis authors agree on, and what they forbid

• 6001

  Mass spectrometry imaging data import

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-imaging-data-import · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6002

  Mass spectrometry peak alignment visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-peak-alignment-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6003

  Mass spectrometry peak pair analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-peak-pair-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6004

  Mass spectrometry visualization backend comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrometry-visualization-backend-comparison · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6005

  Mass spectrum de novo analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-de-novo-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6006

  Mass spectrum visualization matplotlib

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-visualization-matplotlib · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6007

  Mass spectrum visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mass-spectrum-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6008

  Masst output visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/masst-output-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6009

  Matplotlib bokeh plotly backend switching

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matplotlib-bokeh-plotly-backend-switching · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6010

  Matrix ion spatial distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/matrix-ion-spatial-distribution-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6011

  Meta analysis effect size estimation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/meta-analysis-effect-size-estimation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6012

  Meta analysis result visualization interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/meta-analysis-result-visualization-interpretation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6013

  Metabolic parameter visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolic-parameter-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6014

  Metabolite adduct correlation spatial analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-adduct-correlation-spatial-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6015

  Metabolite class visualization by statistical significance

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-class-visualization-by-statistical-significance · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6016

  Metabolite feature anova analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-anova-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6017

  Metabolite feature treemap visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-treemap-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6018

  Metabolite feature visualization across batches

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-feature-visualization-across-batches · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6019

  Metabolite interaction visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-interaction-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6020

  Metabolite network covariance analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-network-covariance-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6021

  Metabolite prediction correlation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-prediction-correlation-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6022

  Metabolite sample clustering visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-sample-clustering-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6023

  Metabolite set analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-set-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6024

  Metabolite set enrichment analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-set-enrichment-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6025

  Metabolite vote counting qualitative analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolite-vote-counting-qualitative-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6026

  Metabolomic heatmap visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-heatmap-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6027

  Metabolomic meta analysis workflow design

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-meta-analysis-workflow-design · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6028

  Metabolomic workflow ranking visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomic-workflow-ranking-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6029

  Metabolomics data downstream analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/metabolomics-data-downstream-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6030

  Mirror plot visualization for spectrum comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mirror-plot-visualization-for-spectrum-comparison · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6031

  Model residual analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-residual-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6032

  Model validation regression metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/model-validation-regression-metrics · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6033

  Module dispatch architecture analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-dispatch-architecture-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6034

  Module trait association visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/module-trait-association-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6035

  Molecular family grouping analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-family-grouping-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6036

  Molecular fingerprint bit frequency analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-fingerprint-bit-frequency-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6037

  Molecular network clustering and analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/molecular-network-clustering-and-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6038

  Mrm data format ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mrm-data-format-ingestion · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6039

  Ms dial export file specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms-dial-export-file-specification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6040

  Ms quantitative analysis standards

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/ms-quantitative-analysis-standards · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6041

  Msi data visualization and spatial analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/msi-data-visualization-and-spatial-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6042

  Multi algorithm comparative analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-algorithm-comparative-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6043

  Multi backend visualization abstraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-backend-visualization-abstraction · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6044

  Multi batch comparison analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-batch-comparison-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6045

  Multi format data ingestion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-format-data-ingestion · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6046

  Multi library comparative analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-library-comparative-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6047

  Multi regime model performance comparison visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multi-regime-model-performance-comparison-visualization · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6048

  Multiple linear regression model application

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multiple-linear-regression-model-application · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6049

  Multivariate lipid metabolite analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-lipid-metabolite-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6050

  Multivariate ordination analysis nmds pca

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-ordination-analysis-nmds-pca · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6051

  Multivariate ordination analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-ordination-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6052

  Multivariate regression comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-regression-comparison · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6053

  Multivariate statistical analysis metabolomics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multivariate-statistical-analysis-metabolomics · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6054

  Multiway principal component analysis score extraction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/multiway-principal-component-analysis-score-extraction · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6055

  Mzml data parsing pymzml pyopenms

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/mzml-data-parsing-pymzml-pyopenms · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6056

  Network topology analysis for bgc deduplication

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/network-topology-analysis-for-bgc-deduplication · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6057

  Network visualization ranked scoring

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/network-visualization-ranked-scoring · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6058

  Neutral mass inference via regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/neutral-mass-inference-via-regression · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6059

  Nextflow pipeline configuration hpc

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nextflow-pipeline-configuration-hpc · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 6060

  Nmr modality ablation analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/nmr-modality-ablation-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder